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Original Articles

The regression dilemma

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Pages 497-527 | Received 01 Nov 1982, Published online: 27 Jun 2007

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H. John B. Birks. 2012. Tracking Environmental Change Using Lake Sediments. Tracking Environmental Change Using Lake Sediments 19 92 .
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Fernando A. Quintana. (2006) A predictive view of Bayesian clustering. Journal of Statistical Planning and Inference 136:8, pages 2407-2429.
Crossref
John D. Emerson & David C. Hoaglin. 2006. Exploring Data Tables, Trends, and Shapes. Exploring Data Tables, Trends, and Shapes 241 279 .
George A. F. Seber & Alan J. Lee. 2003. Linear Regression Analysis. Linear Regression Analysis 531 548 .
Gianfranco Galmacci. (1996) Collinearity detection in linear regression models. Computational Economics 9:3, pages 215-227.
Crossref
Alexander Basilevsky. 1994. Statistical Factor Analysis and Related Methods. Statistical Factor Analysis and Related Methods 690 731 .
Gerhard UntiedtGerhard Untiedt. 1992. Das Erwerbsverhalten verheirateter Frauen in der Bundesrepublik Deutschland. Das Erwerbsverhalten verheirateter Frauen in der Bundesrepublik Deutschland 43 74 .
R. C. Jain & Ranjana Agrawal. (2007) Probability Model for Crop Yield Forecasting. Biometrical Journal 34:4, pages 501-511.
Crossref
H. Boscher. (2008) Contamination in linear regression models and its influence on estimators. Statistica Neerlandica 45:1, pages 9-19.
Crossref
R. Leidl. 1991. Public health. Public health 140 166 .
U. K. Ghosh, D. Sharma, H. Iliyas & R. Baveja. (2010) A Simple Regression Model for Estimating Gestational Age in Later Pregnancy by Ultrasonography. Asia-Oceania Journal of Obstetrics and Gynaecology 16:2, pages 161-164.
Crossref
James C. Spall & Daniel C. Chin. (1990) First-order data sensitivity measures with applications to a multivariate signal-plus-noise problem. Computational Statistics & Data Analysis 9:3, pages 297-307.
Crossref
Douglas M. Hawkins & Dan Bradu. (1990) Application of the Moore-Penrose inverse of a data matrix in multiple regression. Linear Algebra and its Applications 127, pages 403-425.
Crossref
David C. Lightfoot & Walter G. Whitford. (1989) Interplant variation in creosotebush foliage characteristics and canopy arthropods. Oecologia 81:2, pages 166-175.
Crossref
Samprit Chatterjee & Ali S. Hadi. 1988. Sensitivity Analysis in Linear Regression. Sensitivity Analysis in Linear Regression 301 307 .
S. Velilla Cerdán. (1988) Una caracterizacion aproximada de casos influyentes en multicolinealidad. Trabajos de Estadistica 3:1, pages 81-96.
Crossref
Jacqueline S. Galpin & Douglas M. Hawkins. (1987) Methods of estimation of a covariance matrix. Computational Statistics & Data Analysis 5:4, pages 305-319.
Crossref
EUGENE GRECHANOVSKY. (1987) Stepwise Regression Procedures: Overview, Problems, Results, and Suggestions. Annals of the New York Academy of Sciences 491:1, pages 197-232.
Crossref
Chezy Ofir & André Khuri. (1986) Multicollinearity in marketing models: Diagnostics and remedial measures. International Journal of Research in Marketing 3:3, pages 181-205.
Crossref
G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul & B. J. VowdenG. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul & B. J. Vowden. 1986. Regression Analysis with Applications. Regression Analysis with Applications 1 16 .
Marius A. Janson & Raymond E. Willis. (2007) ROBUST METHODS APPLIED TO ENERGY‐CONSUMPTION DATA. Decision Sciences 16:4, pages 343-356.
Crossref
Lothar SachsLothar Sachs. 1984. Applied Statistics. Applied Statistics 382 461 .
Wilhelm van Eimeren, Theresa Faus-Kessler, Karl König, Rupert Lasser, Gerda Rediske, Hagen Scherb, Johannes Tritschler, Eveline Weigelt & Gerhard WelzlTheresa Faus-Kessler. 1981. Umwelt und Gesundheit. Umwelt und Gesundheit 21 82 .

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